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自动化研究所 [52]

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	Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 18-36 作者: Ding Wang; Ning Gao; Derong Liu; Jinna Li; Frank L. Lewis 收藏 \| 浏览/下载：3/0 \| 提交时间：2024/01/02 Adaptive dynamic programming (ADP) advanced control complex environment data-driven control event-triggered design intelligent control neural networks nonlinear systems optimal control reinforcement learning (RL)
	Integration of Train Regulation and Speed Profile Optimization Based on Feature Learning and Hybrid Search Algorithm 期刊论文 IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023, 页码: 10 作者: Zhou, Min; Hou, Zhuopu; Wu, Xingtang; Dong, Hairong; Wang, Fei-Yue 收藏 \| 浏览/下载：2/0 \| 提交时间：2024/02/22 Convolutional neural network (CNN) hybrid search algorithm integration speed profile train control train regulation
	Robust Optimal Parallel Tracking Control Based on Adaptive Dynamic Programming 期刊论文 IEEE TRANSACTIONS ON CYBERNETICS, 2023, 页码: 14 作者: Wei, Qinglai; Jiao, Shanshan; Wang, Fei-Yue; Dong, Qi 收藏 \| 浏览/下载：1/0 \| 提交时间：2023/12/21 Optimal control Control systems Uncertainty Robust control Performance analysis Dynamic programming Uncertain systems ADP NN nonlinear robust optimal control parallel control tracking control
	An Approximate Neuro-Optimal Solution of Discounted Guaranteed Cost Control Design 期刊论文 IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 1, 页码: 77-86 作者: Wang, Ding; Qiao, Junfei; Cheng, Long 收藏 \| 浏览/下载：25/0 \| 提交时间：2022/03/17 Control design Cost function Optimal control Nonlinear systems Adaptive systems Switches Adaptive learning system discount factor guaranteed cost function neuro-optimal control uncertainty
	Self-Learning Robust Control Synthesis and Trajectory Tracking of Uncertain Dynamics 期刊论文 IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 1, 页码: 278-286 作者: Wang, Ding; Cheng, Long; Yan, Jun 收藏 \| 浏览/下载：40/0 \| 提交时间：2022/03/17 Robust control Optimal control Cost function Trajectory tracking Nonlinear systems Feedback control Dynamical systems Adaptive critic learning control synthesis neural networks optimization robust stabilization tracking design
	Adaptive Critics for Decentralized Stabilization of Constrained-Input Nonlinear Interconnected Systems 期刊论文 IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 13 作者: Yang, Xiong; Zhou, Yingjiang; Dong, Na; Wei, Qinglai 收藏 \| 浏览/下载：31/0 \| 提交时间：2022/01/27 Optimal control Interconnected systems Nonlinear systems Decentralized control Asymptotic stability Stability analysis Artificial neural networks Adaptive critics adaptive dynamic programming (ADP) asymmetric input constraints decentralized control reinforcement learning (RL)
	Decentralized Event-Driven Constrained Control Using Adaptive Critic Designs 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15 作者: Yang, Xiong; Zhu, Yuanheng; Dong, Na; Wei, Qinglai 收藏 \| 浏览/下载：39/0 \| 提交时间：2022/01/27 Adaptive critic designs (ACDs) adaptive dynamic programming (ADP) decentralized event-driven control input constraint reinforcement learning (RL)
	A partial policy iteration ADP algorithm for nonlinear neuro-optimal control with discounted total reward 期刊论文 NEUROCOMPUTING, 2021, 卷号: 424, 页码: 23-34 作者: Liang, Mingming; Wei, Qinglai 收藏 \| 浏览/下载：39/0 \| 提交时间：2021/03/15 Adaptive critic designs Adaptive dynamic programming Policy iteration Neural networks Neuro-dynamic programming Nonlinear systems Optimal control
	Adaptive Critic Learning for Constrained Optimal Event-Triggered Control With Discounted Cost 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 1, 页码: 91-104 作者: Yang, Xiong; Wei, Qinglai 收藏 \| 浏览/下载：48/0 \| 提交时间：2021/06/15 Nonlinear systems Optimal control Robustness Cost function Adaptive systems Adaptive critic designs (ACDs) adaptive critic learning (ACL) adaptive dynamic programming (ADP) constrained optimal control event-triggered control (ETC) reinforcement learning (RL)
	Neural-Network-Based Control for Discrete-Time Nonlinear Systems with Input Saturation Under Stochastic Communication Protocol 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 766-778 作者: Xueli Wang; Derui Ding; Hongli Dong; Xian-Ming Zhang 收藏 \| 浏览/下载：24/0 \| 提交时间：2021/04/09 Adaptive dynamic programming (ADP) constrained inputs neural network (NN) stochastic communication protocols (SCPs) suboptimal control

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